178K views · 3.5K reactions | What is Transformer? How does it works?...

A simple overview of the Transformer Architecture Transformers process inputs step by step first, text (or tokens) is converted into embeddings and enriched with positional encodings to preserve the order of words In the encoder, layers of self-attention (multi-headed) and linear/feed-forward networks transform these embeddings into contextual representations, where each token "looks at" or attends to others to capture meaning The decoder then takes these encoder outputs along with its own self-

⚡ Types of electrical transformers and their properties ⚙️ Electrical transformers are one of the most important elements in energy systems, as they transfer and distribute electricity efficiently by changing voltage and current values as needed. Here's a detailed look at its top types and functions of each 👇 1. Power Transformers (Power Transformers) Usage: used in generating plants and transportation networks to switch voltage from high to low values or vice versa. Goal: Reduce loss in long-d